{"id":"W2766439745","doi":"10.1093/icvts/ivx280.253","title":"P-253UNIPORTAL VIDEO-ASSISTED THORACIC SURGERY LOBECTOMY COMBINED WITH POSTERIOR MIDLINE APPROACH FOR SUPERIOR SULCUS TUMOURS INVADING THE SPINE","year":2017,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Surgery; Thoracic spine; Sulcus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001855202,0.0006023801,0.001929398,0.0002645454,0.0008192866,0.0004225489,0.0002060141,0.0001555439,0.00002548205],"category_scores_gemma":[0.0007256404,0.0003757266,0.001969879,0.0002021898,0.000403765,0.0005496576,0.0001419911,0.0003674701,0.000005109307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000264337,"about_ca_system_score_gemma":0.0003416905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004145769,"about_ca_topic_score_gemma":0.00005366205,"domain_scores_codex":[0.9968905,0.0002944689,0.0006018789,0.0009528654,0.0006178033,0.0006424276],"domain_scores_gemma":[0.9961785,0.000968623,0.0004217729,0.001591022,0.0005306238,0.0003094311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01242836,0.001380092,0.6255981,0.002057439,0.02446106,0.002622166,0.0006822404,0.00003212411,0.0006377358,0.00002980939,0.001828772,0.3282421],"study_design_scores_gemma":[0.002205866,0.0005632276,0.9569069,0.002504103,0.00757555,0.00346015,0.0008689768,0.0003676709,0.02032314,0.00002538402,0.004182707,0.00101636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866741,0.007238037,0.001453713,0.001190043,0.0007003474,0.001954977,0.00007313841,0.00009668979,0.0006189952],"genre_scores_gemma":[0.9965206,0.0004626558,0.0006430476,0.0002844253,0.0004999453,0.0009964021,0.000299609,0.000119064,0.0001742401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3313088,"threshold_uncertainty_score":0.9998695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03962339217190021,"score_gpt":0.3148026153241379,"score_spread":0.2751792231522377,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}